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@@ -2651,5 +2651,5 @@ Please refer to our paper at [https://arxiv.org/pdf/2212.03533.pdf](https://arxi
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  ## Benchmark Evaluation
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- Check out [unilm](https://github.com/microsoft/unilm) to reproduce evaluation results
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  on the [BEIR](https://arxiv.org/abs/2104.08663) and [MTEB benchmark](https://arxiv.org/abs/2210.07316).
 
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  ## Benchmark Evaluation
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+ Check out [unilm/e5](https://github.com/microsoft/unilm/tree/master/e5) to reproduce evaluation results
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  on the [BEIR](https://arxiv.org/abs/2104.08663) and [MTEB benchmark](https://arxiv.org/abs/2210.07316).